What is the ideal team structure for AI modules?
The ideal team structure for AI modules typically includes data scientists, machine learning engineers, and domain experts.
How do these roles collaborate on a project?
Data scientists analyze data and create models, while machine learning engineers implement these models into production. Domain experts provide insights to ensure the models are relevant.
What skills should each role have?
Data scientists should have strong statistical and programming skills, machine learning engineers need expertise in software development and algorithms, and domain experts should have deep knowledge of the specific industry.
How can I build an effective AI team?
Start by defining your project goals, then recruit individuals with complementary skills, and foster a collaborative environment.
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